Power Quality Disturbance Recognition Using VMD-Based Feature Extraction and Heuristic Feature Selection

Power Quality Disturbance Recognition Using VMD-Based Feature Extraction and Heuristic Feature Selection

Power quality disturbances (PQDs) have a large negative impact on electric power systems with the increasing use of sensitive electrical loads. This paper presents a novel hybrid algorithm for PQD detection and classification. The proposed method is constructed while using the following main steps:...

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Bibliographic Details
Main Authors: Lei Fu, Tiantian Zhu, Guobing Pan, Sihan Chen, Qi Zhong, Yanding Wei
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Applied Sciences
Subjects:
power quality disturbances
variational mode decomposition
permutation entropy
heuristic feature selection
multi-class support vector machine
Online Access:https://www.mdpi.com/2076-3417/9/22/4901

Internet

https://www.mdpi.com/2076-3417/9/22/4901

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